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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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RePEc: Research Papers in Economics
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

8,130 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
8,130 works in the cohort · of 4,299,418page 32 of 163

Labels cover 14 of 8,130 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 8,130 of 8,130 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Input Specificity and Global Sourcing
Galina Schwartz, Ari Van Assche
2006· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Tax Morale and Trust in Public Institutions
Wilfried Anicet Kouakou Kouame
2015· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
The Economics of Oil, Biofuel and Food Commodities
Eric Bahel, Walid Marrouch, Gérard Gaudet
2011· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
The Irish Economic Boom: What Can We Learn?
Pierre Fortin
2001· article· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Les jeunes ruraux : rester, quitter, revenir
Richard Dupuy, Francine M. Mayer, René Morissette
2000· preprint· fr· RePEc: Research Papers in Economics· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
The Varying Shadow of China's Banking System
Xiaodong Zhu
2018· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
World Trade Flows, 1980-1997
Robert C. Feenstra
2002· book· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Lessons for Canada from the U.S. Growth Resurgence
Dale W. Jorgenson, Mun S. Ho, Kevin J. Stiroh
2003· article· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
GARCH Option Valuation: Theory and Evidence
Peter Christoffersen, Kris Jacobs, Chayawat Ornthanalai
2012· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
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